net.semanticmetadata.lire.aggregators

类 ShapemeAggregator

java.lang.Object

net.semanticmetadata.lire.aggregators.AbstractAggregator

net.semanticmetadata.lire.aggregators.ShapemeAggregator

所有已实现的接口:

Aggregator

public class ShapemeAggregator
extends AbstractAggregator

Created by Lukas Knoch on 16.09.15. Shapeme feature implemented according to http://www.cs.berkeley.edu/~malik/papers/mori-belongie-malik-pami05.pdf Shape Context implemented according to S. Belongie, J. Malik, and J. Puzicha, “Shape Matching and Object Recognition Using Shape Contexts,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 4, pp. 509-522, Apr. 2002 https://www.cs.berkeley.edu/~malik/papers/BMP-shape.pdf

字段概要

从接口继承的字段 net.semanticmetadata.lire.aggregators.Aggregator

FIELD_NAME_BOVW, FIELD_NAME_VLAD

构造器概要

构造器

构造器和说明
ShapemeAggregator()

方法概要

限定符和类型	方法和说明
void	createVectorRepresentation(java.util.List<? extends LocalFeature> list, Cluster[] clusters) This method is used to create the vector representation of an image using the list of Features and a codebook
void	createVisualWords(java.util.List<? extends LocalFeature> list, Cluster[] clusters)
byte[]	getByteVectorRepresentation() Returns the vector representation in byte[] format.
java.lang.String	getFieldName() Returns the FieldName according to the selected aggregator.
java.lang.String	getStringVectorRepresentation() Returns the vector representation in string format.
double[]	getVectorRepresentation() Returns the vector representation in double[] format.
java.lang.String	toString() Returns the vector representation in string format.

从类继承的方法 net.semanticmetadata.lire.aggregators.AbstractAggregator

clusterForFeature

从类继承的方法 java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

构造器详细资料

ShapemeAggregator

public ShapemeAggregator()

方法详细资料

createVisualWords

public void createVisualWords(java.util.List<? extends LocalFeature> list,
                              Cluster[] clusters)

createVectorRepresentation

public void createVectorRepresentation(java.util.List<? extends LocalFeature> list,
                                       Cluster[] clusters)

从接口复制的说明: Aggregator

This method is used to create the vector representation of an image using the list of Features and a codebook

参数:

list - is the list of features.

clusters - is the codebook.

getByteVectorRepresentation

public byte[] getByteVectorRepresentation()

从接口复制的说明: Aggregator

Returns the vector representation in byte[] format.

返回:

the vector representation as a byte array.

getStringVectorRepresentation

public java.lang.String getStringVectorRepresentation()

从接口复制的说明: Aggregator

Returns the vector representation in string format.

返回:

the vector representation as string.

getVectorRepresentation

public double[] getVectorRepresentation()

从接口复制的说明: Aggregator

Returns the vector representation in double[] format.

返回:

the vector representation as a double array.

getFieldName

public java.lang.String getFieldName()

从接口复制的说明: Aggregator

Returns the FieldName according to the selected aggregator.

返回:

FieldName.

toString

public java.lang.String toString()

Returns the vector representation in string format.

覆盖:

toString 在类中 java.lang.Object

返回:

the vector representation as string.